The Farm animal Genotype-Tissue Expression (FarmGTEx) project, an ongoing international collaborative endeavor, aims to provide a comprehensive public resource of tissue-specific genetic regulatory variants discovery and molecular phenotype prediction in farm animal species, which will have an enormous impact on fundamental biology discovery, livestock genetics and breeding, biotechnology, adaption, evolution, cross-species mapping, and human biomedicine.